Toggle light / dark theme

Kaiming He, a professor in the Department of Electrical Engineering and Computer Science, believes AI can create a common language that lowers barriers between scientific fields and fosters collaboration across scientific disciplines.

“There is no way I could ever understand high-energy physics, chemistry, or the frontier of biology research, but now we are seeing something that can help us to break these walls,” said He.


MIT Associate Professor Kaiming He discusses the role of AI in interdisciplinary collaborations, connecting basic science to artificial intelligence, machine learning, and neural networks.

A fractal butterfly pattern produced by an unusual configuration of magnetic fields, first predicted almost 50 years ago, has been seen in detail for the first time in a twisted piece of graphene.

While a physics student in 1976, the computer scientist Douglas Hofstadter predicted that when certain two-dimensional crystals were placed in magnetic fields, their electrons’ energy levels should produce a strange pattern that looks the same no matter how far you zoom in, known as a fractal. At the time, however, Hofstadter calculated that the atoms of the crystal would have to be impossibly close together to produce such a pattern.

Image: Yazdani Lab, Princeton University


The electrons in a twisted piece of graphene show a strange repeating pattern first predicted in 1976, but never directly measured until now.

Bile duct cancer, also called cholangiocarcinoma, is a rare disease in which cancer cells form in the bile ducts. Learn more about this cancer and treatment options.


External and internal radiation therapy are used to treat bile duct cancer and may also be used as palliative therapy to relieve symptoms and improve quality of life.

Learn more about Radiation Therapy to Treat Cancer and Radiation Therapy Side Effects.

The question is, can DEI proponents, who are already being marginalized, retool? Can they see themselves as champions who will guide humanity — regardless of peoples’ race, class, sexual orientation, gender, etc. — in this Fourth Industrial Revolution?

For, if political leaders are as unable as they seem to establish meaningful guardrails, AI will push those struggling to live their best lives (a right that should belong to all) to be thrown so far under the bus that roadkill will be more recognizable.

Combustion engines, the engines in gas-powered cars, only use a quarter of the fuel’s potential energy while the rest is lost as heat through exhaust.

Now, a study published in ACS Applied Materials & Interfaces demonstrates how to convert exhaust heat into electricity. The researchers present a prototype thermoelectric generator system that could reduce fuel consumption and carbon dioxide emissions—an opportunity for improving sustainable energy initiatives in a rapidly changing world.

Fuel inefficiency contributes to greenhouse gas emissions and underscores the need for innovative waste-heat recovery systems. Heat-recovery systems, called thermoelectric systems, use semiconductor materials to convert heat into electricity based on a temperature difference.

Khan, M.U., Hassan, B., Alazzam, A. et al. Brain inspired iontronic fluidic memristive and memcapacitive device for self-powered electronics. Microsyst Nanoeng 11, 37 (2025). https://doi.org/10.1038/s41378-025-00882-x.

Download citation.

“Of these children, 85% are going to beat their cancer, but it’s a win at a cost,” says Armstrong. “We know that these kids will have shortened lifespans. They often die young of chronic diseases like heart disease, stroke or secondary cancers which present much earlier. And we discovered about a decade ago that this is because they’re ageing much faster than their chronological age.”

In particular, this is reflected not just in their biology, but in physical frailty. When Kirsten Ness, a physical therapist and clinical epidemiologist at St Jude, assessed a group of childhood cancer survivors aged 24–41, she noted that when it came to heart function, flexibility, respiratory capacity and range of motion, they resembled people decades older. “We showed that at 30, they have physiological frailty that resembles people in their 70s and 80s, and it’s getting worse over time,” says Ness.

The underlying cause of this is senescence, a state in which cells cease to continue dividing as normal, but instead simply linger, refusing to die. Because of this quality, senescent cells have sometimes been described as “zombie cells” and they are now regarded as a driving force and a reflection of ageing. Over the course of a lifetime, our bodies incur increasing amounts of damage which in turn makes many of our cells, distributed throughout our body, more likely to become senescent.

A robotic labor force.


Engineering companies in China have begun the process of starting full-scale mass production of humanoid robots in anticipation of a commercial boom in 2025. Companies such as Shanghai Zhiyuan Innovation Technology (AgiBot) and Shanghai Kepler Robot Company have already been testing the robots to optimize performance while reducing production costs.